DocumentCode :
950356
Title :
Collective Intelligence: It´s All in the Numbers
Author :
Jones, Karen Spärck
Author_Institution :
Dept. of Comput. & Inf., Cambridge Univ.
Volume :
21
Issue :
3
fYear :
2006
Firstpage :
64
Lastpage :
65
Abstract :
AI has been an exporter of ideas to computing in general (neural networks, agents, though robotics is more complex). But AI is now embracing ideas from elsewhere that were initially scorned because they were thought to have nothing to do with modeling intelligence and, especially, human intelligence. These are the statistical and probabilistic approaches to information capture and use that have become particularly prominent in machine learning but have spread all over AI in the last two decades. Pattern recognition was accepted in particular areas, like machine vision, as a kind of technological fix. But statistical and probabilistic approaches are now mainstream
Keywords :
artificial intelligence; AI; artificial intelligence; collective intelligence; human intelligence; machine learning; pattern recognition; Artificial intelligence; Frequency; Humans; Intelligent systems; Internet; Machine intelligence; Natural languages; Probability; Speech; Statistics; information; probability; social intelligence; statistics;
fLanguage :
English
Journal_Title :
Intelligent Systems, IEEE
Publisher :
ieee
ISSN :
1541-1672
Type :
jour
DOI :
10.1109/MIS.2006.43
Filename :
1637353
Link To Document :
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